{"id":"W4390882981","doi":"10.5430/wjel.v14n1p551","title":"Challenges Experienced by EFL Learners in the Context of the ESP Course at Qassim University, Saudi Arabia","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qassim University","keywords":"Active listening; CLARITY; Data collection; Mathematics education; Context (archaeology); Course (navigation); Computer science; Psychology; Medical education; Qualitative property; Sociology; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006597161,0.0001080529,0.0001837523,0.0001336659,0.0001524593,0.00009781226,0.0004220521,0.00002803184,0.0009319418],"category_scores_gemma":[0.0001660782,0.00006153144,0.0001617628,0.00009591452,0.0001969978,0.0001898491,0.00005188688,0.0005931111,0.00000412772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005794215,"about_ca_system_score_gemma":0.00003575183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002013705,"about_ca_topic_score_gemma":0.005051199,"domain_scores_codex":[0.9989836,0.0002712221,0.0002170627,0.0001099657,0.000256182,0.0001619312],"domain_scores_gemma":[0.9992289,0.0003288261,0.0001646814,0.0001734971,0.00007041085,0.00003366407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000277885,0.00005112242,0.0002156411,0.00003449647,0.00005725312,0.0001635733,0.9486703,0.00001366389,0.0001420756,0.01284273,0.01103266,0.02674872],"study_design_scores_gemma":[0.0002470032,0.00003758277,0.0001383635,0.0001934144,0.0000283837,0.000008810262,0.6121559,0.000009751766,0.0000946384,0.000008625273,0.387013,0.00006448166],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700926,0.02547686,5.892721e-7,0.001102527,0.0009261342,0.0000595685,0.00001021932,0.00002033657,0.1023112],"genre_scores_gemma":[0.9858435,0.0001304205,0.00000387517,0.0002406159,0.0005574668,4.83938e-7,0.000001700046,0.00001271706,0.01320925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3759803,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846010787459774,"score_gpt":0.2418089392988741,"score_spread":0.2233488314242764,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}